Some of the city's pubs and pizzerias (mainly around Derech HaTzionut and HaAvoda Street) are open on Saturday night, and in some cases on Shabbat itself. Kosher restaurants, naturally, are closed on Shabbat.
Before heading out — it's always worth calling to confirm exact opening hours, as they vary between summer and winter.